Title :
Building a Personal Knowledge Recommendation System using Agents, Learning Ontologies and Web Mining
Author :
De Rezende, Juliana Lucas ; Pereira, Vinicios Batista ; Xexeo, Geraldo ; De Souza, Jano Moreira
Author_Institution :
Graduate Sch. of Comput. Sci., Fed. Univ. of Rio de Janeiro
Abstract :
In this paper we consider a process which complements the learning process for building personal knowledge through the exchange of knowledge chains. This approach consists in the partial automatization of the process of creating knowledge chains, through the use of the technology from agents, ontologies and data mining. The agents will monitor all media used by the learner, and will classify its content using an ontology. From there, we want to create and recommend a chain to the learner. This point became important when we observed that the learners weren´t motivated to create their chains, which, normally, takes a lot of effort
Keywords :
Internet; computer aided instruction; data mining; groupware; information retrieval systems; multi-agent systems; ontologies (artificial intelligence); personal information systems; CSCW; Web mining; agent monitoring; collaborative knowledge design; collaborative learning ontology; knowledge chain exchange; partial automatization; personal knowledge recommendation system; Buildings; Collaborative work; Data mining; Education; Humans; Monitoring; Ontologies; Organizing; Software design; Web mining; CSCW; Collaborative Knowledge Design; Learning ontology; Recommendation System; Web Mining;
Conference_Titel :
Computer Supported Cooperative Work in Design, 2006. CSCWD '06. 10th International Conference on
Conference_Location :
Nanjing
Print_ISBN :
1-4244-0164-X
Electronic_ISBN :
1-4244-0165-8
DOI :
10.1109/CSCWD.2006.253225